Bayesian signal processing : classical, modern, and particle filtering methods /
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| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley : IEEE,
c2009.
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| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Bayesian estimation
- 3. Simulation-based Bayesian methods
- 4. State-space models for Bayesian processing
- 5. Classical Bayesian state-space processors
- 6. Modern Bayesian state-space processors
- 7. Particle-based Bayesian state-space processors
- 8. Joint Bayesian state/parametric processors
- 9. Discrete hidden Markov model Bayesian processors
- 10. Bayesian processors for physics-based applications
- Appendix A. Probability & statistics overview.